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Improved MPEG video traffic model based on time series analysis

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4 Author(s)
Yawei Liu ; Multimedia Lab., Beijing Jiao Tong Univ., Shanghai, China ; Xiaobing Jiang ; Yumin Feng ; Yanfei Lu

In this paper, a novel improved MPEG video traffic model is presented based on time series analysis, while elimination of trend component and MA process is used and the frame-size probability distribution of traffic predicted is transformed to that of real situation. Considered in prediction error, tail of probability distribution, autocorrelation and self-similarity, our model gives attention to both LRD and SRD, shares almost the same self-similarity with real traffic and can provide good result of prediction on both GOP and frame time scale according to a number of simulations.

Published in:

Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on  (Volume:2 )

Date of Conference:

31 Aug.-4 Sept. 2004

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